Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3687 |
| Missing cells | 3917 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 4 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 563.8 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 10 |
| Categorical | 10 |
| Dataset has 4 (0.1%) duplicate rows | Duplicates |
area is highly overall correlated with builtup and 3 other fields | High correlation |
balcony is highly overall correlated with propertyType | High correlation |
bathRooms is highly overall correlated with bedRooms and 1 other fields | High correlation |
bedRooms is highly overall correlated with bathRooms and 2 other fields | High correlation |
builtup is highly overall correlated with area and 3 other fields | High correlation |
carpet is highly overall correlated with area and 3 other fields | High correlation |
floorNum is highly overall correlated with propertyType | High correlation |
price is highly overall correlated with bathRooms and 3 other fields | High correlation |
pricePerSqft is highly overall correlated with area and 5 other fields | High correlation |
propertyType is highly overall correlated with balcony and 2 other fields | High correlation |
superbuilt is highly overall correlated with area and 3 other fields | High correlation |
others is highly imbalanced (51.5%) | Imbalance |
pricePerSqft has 357 (9.7%) missing values | Missing |
area has 357 (9.7%) missing values | Missing |
superbuilt has 357 (9.7%) missing values | Missing |
carpet has 357 (9.7%) missing values | Missing |
builtup has 357 (9.7%) missing values | Missing |
balcony has 2120 (57.5%) missing values | Missing |
Reproduction
| Analysis started | 2025-04-20 12:27:23.317087 |
|---|---|
| Analysis finished | 2025-04-20 12:27:28.084949 |
| Duration | 4.77 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
society
Text
| Distinct | 667 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 268.8 KiB |
Length
| Max length | 70 |
|---|---|
| Median length | 57 |
| Mean length | 25.622457 |
| Min length | 7 |
Unique
| Unique | 296 ? |
|---|---|
| Unique (%) | 8.0% |
Sample
| 1st row | palam vihar, gurgaon |
|---|---|
| 2nd row | m3m woodshire |
| 3rd row | central park flower valley aqua front towers |
| 4th row | sector 45, gurgaon |
| 5th row | nirvana country, gurgaon |
| Value | Count | Frequency (%) |
| gurgaon | 1622 | 11.2% |
| sector | 870 | 6.0% |
| dlf | 529 | 3.7% |
| phase | 523 | 3.6% |
| the | 379 | 2.6% |
| city | 363 | 2.5% |
| 1 | 345 | 2.4% |
| park | 241 | 1.7% |
| sushant | 218 | 1.5% |
| block | 218 | 1.5% |
| Other values (628) | 9130 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18131 | ||
| a | 7832 | 8.3% |
| r | 6370 | 6.7% |
| e | 6227 | 6.6% |
| o | 5500 | 5.8% |
| s | 4789 | 5.1% |
| t | 4581 | 4.8% |
| g | 4333 | 4.6% |
| n | 4286 | 4.5% |
| i | 3329 | 3.5% |
| Other values (29) | 29092 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71027 | |
| Space Separator | 18131 | 19.2% |
| Decimal Number | 2847 | 3.0% |
| Other Punctuation | 2433 | 2.6% |
| Dash Punctuation | 32 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7832 | 11.0% |
| r | 6370 | 9.0% |
| e | 6227 | 8.8% |
| o | 5500 | 7.7% |
| s | 4789 | 6.7% |
| t | 4581 | 6.4% |
| g | 4333 | 6.1% |
| n | 4286 | 6.0% |
| i | 3329 | 4.7% |
| l | 3280 | 4.6% |
| Other values (16) | 20500 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 543 | |
| 3 | 527 | |
| 2 | 399 | |
| 4 | 370 | |
| 6 | 203 | 7.1% |
| 5 | 200 | 7.0% |
| 8 | 165 | 5.8% |
| 7 | 162 | 5.7% |
| 9 | 141 | 5.0% |
| 0 | 137 | 4.8% |
Space Separator
| Value | Count | Frequency (%) |
| 18131 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2433 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71027 | |
| Common | 23443 | 24.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7832 | 11.0% |
| r | 6370 | 9.0% |
| e | 6227 | 8.8% |
| o | 5500 | 7.7% |
| s | 4789 | 6.7% |
| t | 4581 | 6.4% |
| g | 4333 | 6.1% |
| n | 4286 | 6.0% |
| i | 3329 | 4.7% |
| l | 3280 | 4.6% |
| Other values (16) | 20500 |
Common
| Value | Count | Frequency (%) |
| 18131 | ||
| , | 2433 | 10.4% |
| 1 | 543 | 2.3% |
| 3 | 527 | 2.2% |
| 2 | 399 | 1.7% |
| 4 | 370 | 1.6% |
| 6 | 203 | 0.9% |
| 5 | 200 | 0.9% |
| 8 | 165 | 0.7% |
| 7 | 162 | 0.7% |
| Other values (3) | 310 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 94470 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 18131 | ||
| a | 7832 | 8.3% |
| r | 6370 | 6.7% |
| e | 6227 | 6.6% |
| o | 5500 | 5.8% |
| s | 4789 | 5.1% |
| t | 4581 | 4.8% |
| g | 4333 | 4.6% |
| n | 4286 | 4.5% |
| i | 3329 | 3.5% |
| Other values (29) | 29092 |
price
Real number (ℝ)
High correlation 
| Distinct | 653 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7088527 |
| Minimum | 0.28 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 0.28 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 2.37 |
| median | 3.75 |
| Q3 | 7.47 |
| 95-th percentile | 16.25 |
| Maximum | 75 |
| Range | 74.72 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 5.2671663 |
|---|---|
| Coefficient of variation (CV) | 0.92263132 |
| Kurtosis | 15.155053 |
| Mean | 5.7088527 |
| Median Absolute Deviation (MAD) | 1.78 |
| Skewness | 2.7780263 |
| Sum | 21048.54 |
| Variance | 27.743041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 55 | 1.5% |
| 3.5 | 48 | 1.3% |
| 4.25 | 45 | 1.2% |
| 1.9 | 44 | 1.2% |
| 2 | 42 | 1.1% |
| 2.4 | 40 | 1.1% |
| 7.5 | 40 | 1.1% |
| 2.3 | 39 | 1.1% |
| 8.5 | 38 | 1.0% |
| 6.5 | 37 | 1.0% |
| Other values (643) | 3259 |
| Value | Count | Frequency (%) |
| 0.28 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.43 | 1 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.54 | 1 | < 0.1% |
| 0.55 | 1 | < 0.1% |
| 0.58 | 1 | < 0.1% |
| 0.59 | 2 | |
| 0.6 | 1 | < 0.1% |
| 0.61 | 3 |
| Value | Count | Frequency (%) |
| 75 | 1 | < 0.1% |
| 50 | 2 | |
| 42 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 4 | |
| 29 | 2 |
sector
Text
| Distinct | 128 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 210.0 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 9 |
| Mean length | 9.2763765 |
| Min length | 8 |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | sector 1 |
|---|---|
| 2nd row | sector 107 |
| 3rd row | sector 33 |
| 4th row | sector 45 |
| 5th row | sector 50 |
| Value | Count | Frequency (%) |
| sector | 3679 | |
| 65 | 165 | 2.2% |
| 43 | 140 | 1.9% |
| 102 | 139 | 1.9% |
| 50 | 118 | 1.6% |
| 109 | 114 | 1.5% |
| 81 | 112 | 1.5% |
| 23 | 98 | 1.3% |
| 26 | 98 | 1.3% |
| 66 | 94 | 1.3% |
| Other values (114) | 2726 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3796 | ||
| c | 3743 | |
| o | 3737 | |
| e | 3719 | |
| t | 3704 | |
| s | 3703 | |
| r | 3700 | |
| 1 | 1173 | 3.4% |
| 6 | 952 | 2.8% |
| 0 | 896 | 2.6% |
| Other values (24) | 5079 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22508 | |
| Decimal Number | 7889 | 23.1% |
| Space Separator | 3796 | 11.1% |
| Dash Punctuation | 5 | < 0.1% |
| Other Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 3743 | |
| o | 3737 | |
| e | 3719 | |
| t | 3704 | |
| s | 3703 | |
| r | 3700 | |
| k | 47 | 0.2% |
| b | 41 | 0.2% |
| l | 34 | 0.2% |
| a | 18 | 0.1% |
| Other values (11) | 62 | 0.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1173 | |
| 6 | 952 | |
| 0 | 896 | |
| 5 | 781 | |
| 2 | 761 | |
| 8 | 741 | |
| 4 | 734 | |
| 3 | 645 | |
| 7 | 606 | |
| 9 | 600 |
Space Separator
| Value | Count | Frequency (%) |
| 3796 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22508 | |
| Common | 11694 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 3743 | |
| o | 3737 | |
| e | 3719 | |
| t | 3704 | |
| s | 3703 | |
| r | 3700 | |
| k | 47 | 0.2% |
| b | 41 | 0.2% |
| l | 34 | 0.2% |
| a | 18 | 0.1% |
| Other values (11) | 62 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 3796 | ||
| 1 | 1173 | 10.0% |
| 6 | 952 | 8.1% |
| 0 | 896 | 7.7% |
| 5 | 781 | 6.7% |
| 2 | 761 | 6.5% |
| 8 | 741 | 6.3% |
| 4 | 734 | 6.3% |
| 3 | 645 | 5.5% |
| 7 | 606 | 5.2% |
| Other values (3) | 609 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34202 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3796 | ||
| c | 3743 | |
| o | 3737 | |
| e | 3719 | |
| t | 3704 | |
| s | 3703 | |
| r | 3700 | |
| 1 | 1173 | 3.4% |
| 6 | 952 | 2.8% |
| 0 | 896 | 2.6% |
| Other values (24) | 5079 |
pricePerSqft
Real number (ℝ)
High correlation  Missing 
| Distinct | 2492 |
|---|---|
| Distinct (%) | 74.8% |
| Missing | 357 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137493.5 |
| Minimum | 4074.07 |
|---|---|
| Maximum | 9166666.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 4074.07 |
|---|---|
| 5-th percentile | 9149.633 |
| Q1 | 12222.22 |
| median | 18449.845 |
| Q3 | 250000 |
| 95-th percentile | 416666.67 |
| Maximum | 9166666.7 |
| Range | 9162592.6 |
| Interquartile range (IQR) | 237777.78 |
Descriptive statistics
| Standard deviation | 447431.98 |
|---|---|
| Coefficient of variation (CV) | 3.2542047 |
| Kurtosis | 319.83178 |
| Mean | 137493.5 |
| Median Absolute Deviation (MAD) | 8114.975 |
| Skewness | 16.797717 |
| Sum | 4.5785335 × 108 |
| Variance | 2.0019538 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 250000 | 23 | 0.6% |
| 300000 | 20 | 0.5% |
| 375000 | 16 | 0.4% |
| 350000 | 16 | 0.4% |
| 400000 | 16 | 0.4% |
| 10000 | 11 | 0.3% |
| 360000 | 10 | 0.3% |
| 319444.44 | 10 | 0.3% |
| 333333.33 | 9 | 0.2% |
| 416666.67 | 9 | 0.2% |
| Other values (2482) | 3190 | |
| (Missing) | 357 | 9.7% |
| Value | Count | Frequency (%) |
| 4074.07 | 1 | |
| 5277.78 | 1 | |
| 5961.54 | 1 | |
| 6064.81 | 1 | |
| 6085.37 | 1 | |
| 6195.12 | 1 | |
| 6553.19 | 1 | |
| 6666.67 | 1 | |
| 6976.74 | 1 | |
| 7222.22 | 2 |
| Value | Count | Frequency (%) |
| 9166666.67 | 2 | |
| 9000000 | 2 | |
| 8750000 | 1 | |
| 8500000 | 1 | |
| 8000000 | 1 | |
| 7625000 | 1 | |
| 1062500 | 1 | |
| 957095.71 | 1 | |
| 805555.56 | 1 | |
| 777777.78 | 1 |
propertyType
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 192.5 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.4250068 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | house |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | house |
| 5th row | house |
Common Values
| Value | Count | Frequency (%) |
| flat | 2120 | |
| house | 1567 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2120 | |
| house | 1567 |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2120 | |
| l | 2120 | |
| a | 2120 | |
| t | 2120 | |
| h | 1567 | |
| o | 1567 | |
| u | 1567 | |
| s | 1567 | |
| e | 1567 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16315 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2120 | |
| l | 2120 | |
| a | 2120 | |
| t | 2120 | |
| h | 1567 | |
| o | 1567 | |
| u | 1567 | |
| s | 1567 | |
| e | 1567 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16315 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2120 | |
| l | 2120 | |
| a | 2120 | |
| t | 2120 | |
| h | 1567 | |
| o | 1567 | |
| u | 1567 | |
| s | 1567 | |
| e | 1567 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16315 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2120 | |
| l | 2120 | |
| a | 2120 | |
| t | 2120 | |
| h | 1567 | |
| o | 1567 | |
| u | 1567 | |
| s | 1567 | |
| e | 1567 |
area
Real number (ℝ)
High correlation  Missing 
| Distinct | 811 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 357 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1653.0113 |
| Minimum | 3 |
|---|---|
| Maximum | 20000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 120 |
| Q1 | 360 |
| median | 1707 |
| Q3 | 2290 |
| 95-th percentile | 3850 |
| Maximum | 20000 |
| Range | 19997 |
| Interquartile range (IQR) | 1930 |
Descriptive statistics
| Standard deviation | 1377.918 |
|---|---|
| Coefficient of variation (CV) | 0.83358048 |
| Kurtosis | 13.897931 |
| Mean | 1653.0113 |
| Median Absolute Deviation (MAD) | 938 |
| Skewness | 2.1452981 |
| Sum | 5504527.6 |
| Variance | 1898657.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 360 | 84 | 2.3% |
| 500 | 72 | 2.0% |
| 300 | 68 | 1.8% |
| 100 | 56 | 1.5% |
| 60 | 52 | 1.4% |
| 502 | 51 | 1.4% |
| 263 | 48 | 1.3% |
| 240 | 40 | 1.1% |
| 215 | 38 | 1.0% |
| 2400 | 32 | 0.9% |
| Other values (801) | 2789 | |
| (Missing) | 357 | 9.7% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 4 | 3 | 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 55 | 2 | 0.1% |
| 60 | 52 | |
| 61 | 2 | 0.1% |
| 62 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000 | 1 | < 0.1% |
| 12718 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 1 | < 0.1% |
| 8515 | 2 | 0.1% |
| 8500 | 8 | |
| 8200 | 1 | < 0.1% |
| 7800 | 2 | 0.1% |
| 7626 | 1 | < 0.1% |
| 7600 | 1 | < 0.1% |
superbuilt
Real number (ℝ)
High correlation  Missing 
| Distinct | 919 |
|---|---|
| Distinct (%) | 27.6% |
| Missing | 357 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1760.9874 |
| Minimum | 3.75 |
|---|---|
| Maximum | 26000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 3.75 |
|---|---|
| 5-th percentile | 156 |
| Q1 | 468 |
| median | 1742 |
| Q3 | 2333.25 |
| 95-th percentile | 4160 |
| Maximum | 26000 |
| Range | 25996.25 |
| Interquartile range (IQR) | 1865.25 |
Descriptive statistics
| Standard deviation | 1560.5364 |
|---|---|
| Coefficient of variation (CV) | 0.88617124 |
| Kurtosis | 25.124894 |
| Mean | 1760.9874 |
| Median Absolute Deviation (MAD) | 918 |
| Skewness | 3.1520392 |
| Sum | 5864088.2 |
| Variance | 2435273.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 468 | 80 | 2.2% |
| 650 | 69 | 1.9% |
| 390 | 62 | 1.7% |
| 652.6 | 50 | 1.4% |
| 341.9 | 41 | 1.1% |
| 78 | 37 | 1.0% |
| 130 | 33 | 0.9% |
| 2400 | 32 | 0.9% |
| 279.5 | 31 | 0.8% |
| 312 | 30 | 0.8% |
| Other values (909) | 2865 | |
| (Missing) | 357 | 9.7% |
| Value | Count | Frequency (%) |
| 3.75 | 1 | < 0.1% |
| 3.9 | 1 | < 0.1% |
| 5 | 2 | |
| 5.2 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 10.4 | 1 | < 0.1% |
| 12.5 | 1 | < 0.1% |
| 68.75 | 1 | < 0.1% |
| 71.5 | 1 | < 0.1% |
| 72 | 3 |
| Value | Count | Frequency (%) |
| 26000 | 1 | < 0.1% |
| 12718 | 1 | < 0.1% |
| 12350 | 1 | < 0.1% |
| 11700 | 1 | < 0.1% |
| 11050 | 8 | |
| 10660 | 1 | < 0.1% |
| 10140 | 2 | 0.1% |
| 9913.8 | 1 | < 0.1% |
| 9880 | 1 | < 0.1% |
| 9750 | 1 | < 0.1% |
carpet
Real number (ℝ)
High correlation  Missing 
| Distinct | 980 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 357 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1161.2127 |
| Minimum | 2.4 |
|---|---|
| Maximum | 17000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 2.4 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 306 |
| median | 1127.75 |
| Q3 | 1532.7 |
| 95-th percentile | 2775.01 |
| Maximum | 17000 |
| Range | 16997.6 |
| Interquartile range (IQR) | 1226.7 |
Descriptive statistics
| Standard deviation | 1046.6036 |
|---|---|
| Coefficient of variation (CV) | 0.90130223 |
| Kurtosis | 22.933786 |
| Mean | 1161.2127 |
| Median Absolute Deviation (MAD) | 622.125 |
| Skewness | 3.0352403 |
| Sum | 3866838.4 |
| Variance | 1095379.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 306 | 80 | 2.2% |
| 425 | 69 | 1.9% |
| 255 | 62 | 1.7% |
| 426.7 | 50 | 1.4% |
| 223.55 | 41 | 1.1% |
| 51 | 37 | 1.0% |
| 85 | 33 | 0.9% |
| 1680 | 31 | 0.8% |
| 182.75 | 31 | 0.8% |
| 204 | 30 | 0.8% |
| Other values (970) | 2866 | |
| (Missing) | 357 | 9.7% |
| Value | Count | Frequency (%) |
| 2.4 | 1 | < 0.1% |
| 2.55 | 1 | < 0.1% |
| 3.2 | 2 | |
| 3.4 | 1 | < 0.1% |
| 5.1 | 1 | < 0.1% |
| 6.8 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 3 | |
| 45.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17000 | 1 | < 0.1% |
| 8902.6 | 1 | < 0.1% |
| 8075 | 1 | < 0.1% |
| 7650 | 1 | < 0.1% |
| 7225 | 8 | |
| 6970 | 1 | < 0.1% |
| 6630 | 2 | 0.1% |
| 6482.1 | 1 | < 0.1% |
| 6460 | 1 | < 0.1% |
| 6375 | 1 | < 0.1% |
builtup
Real number (ℝ)
High correlation  Missing 
| Distinct | 881 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 357 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1411.48 |
| Minimum | 3 |
|---|---|
| Maximum | 20000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 120 |
| Q1 | 360 |
| median | 1388 |
| Q3 | 1874.4 |
| 95-th percentile | 3300 |
| Maximum | 20000 |
| Range | 19997 |
| Interquartile range (IQR) | 1514.4 |
Descriptive statistics
| Standard deviation | 1250.7737 |
|---|---|
| Coefficient of variation (CV) | 0.88614343 |
| Kurtosis | 21.297299 |
| Mean | 1411.48 |
| Median Absolute Deviation (MAD) | 772 |
| Skewness | 2.880264 |
| Sum | 4700228.5 |
| Variance | 1564435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 360 | 84 | 2.3% |
| 500 | 72 | 2.0% |
| 300 | 68 | 1.8% |
| 100 | 56 | 1.5% |
| 60 | 52 | 1.4% |
| 502 | 51 | 1.4% |
| 263 | 48 | 1.3% |
| 2040 | 46 | 1.2% |
| 240 | 40 | 1.1% |
| 215 | 38 | 1.0% |
| Other values (871) | 2775 | |
| (Missing) | 357 | 9.7% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 4 | 3 | 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 55 | 2 | 0.1% |
| 60 | 52 | |
| 61 | 2 | 0.1% |
| 62 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20000 | 1 | < 0.1% |
| 10810.3 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 1 | < 0.1% |
| 8500 | 8 | |
| 8200 | 1 | < 0.1% |
| 7800 | 2 | 0.1% |
| 7626 | 1 | < 0.1% |
| 7600 | 1 | < 0.1% |
| 7500 | 1 | < 0.1% |
bedRooms
Real number (ℝ)
High correlation 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2365066 |
| Minimum | 1 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 49 |
| Range | 48 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.8648224 |
|---|---|
| Coefficient of variation (CV) | 0.6762228 |
| Kurtosis | 47.734116 |
| Mean | 4.2365066 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.3349426 |
| Sum | 15620 |
| Variance | 8.2072073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1456 | |
| 4 | 881 | |
| 2 | 407 | 11.0% |
| 5 | 378 | 10.3% |
| 6 | 216 | 5.9% |
| 9 | 74 | 2.0% |
| 7 | 68 | 1.8% |
| 8 | 47 | 1.3% |
| 10 | 40 | 1.1% |
| 12 | 38 | 1.0% |
| Other values (19) | 82 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.2% |
| 2 | 407 | 11.0% |
| 3 | 1456 | |
| 4 | 881 | |
| 5 | 378 | 10.3% |
| 6 | 216 | 5.9% |
| 7 | 68 | 1.8% |
| 8 | 47 | 1.3% |
| 9 | 74 | 2.0% |
| 10 | 40 | 1.1% |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 36 | 3 | |
| 32 | 2 | 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 24 | 3 | |
| 23 | 1 | < 0.1% |
| 22 | 5 | |
| 20 | 7 |
bathRooms
Real number (ℝ)
High correlation 
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5033903 |
| Minimum | 1 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 55 |
| Range | 54 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.0004389 |
|---|---|
| Coefficient of variation (CV) | 0.66626224 |
| Kurtosis | 54.167914 |
| Mean | 4.5033903 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.4370967 |
| Sum | 16604 |
| Variance | 9.0026336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1040 | |
| 4 | 970 | |
| 2 | 457 | |
| 5 | 402 | 10.9% |
| 6 | 362 | 9.8% |
| 7 | 146 | 4.0% |
| 9 | 74 | 2.0% |
| 8 | 64 | 1.7% |
| 10 | 52 | 1.4% |
| 12 | 30 | 0.8% |
| Other values (22) | 90 | 2.4% |
| Value | Count | Frequency (%) |
| 1 | 13 | 0.4% |
| 2 | 457 | |
| 3 | 1040 | |
| 4 | 970 | |
| 5 | 402 | 10.9% |
| 6 | 362 | 9.8% |
| 7 | 146 | 4.0% |
| 8 | 64 | 1.7% |
| 9 | 74 | 2.0% |
| 10 | 52 | 1.4% |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 40 | 2 | |
| 36 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 |
address
Text
| Distinct | 672 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 305.8 KiB |
Length
| Max length | 70 |
|---|---|
| Median length | 60 |
| Mean length | 35.897206 |
| Min length | 18 |
Unique
| Unique | 298 ? |
|---|---|
| Unique (%) | 8.1% |
Sample
| 1st row | palam vihar, gurgaon |
|---|---|
| 2nd row | M3M Woodshire Sector 107, Gurgaon |
| 3rd row | Central Park Flower Valley Aqua Front Towers Sector-33 Sohna, Gurgaon |
| 4th row | sector 45, gurgaon |
| 5th row | nirvana country, gurgaon |
| Value | Count | Frequency (%) |
| gurgaon | 3742 | 17.9% |
| sector | 2884 | 13.8% |
| dlf | 551 | 2.6% |
| phase | 549 | 2.6% |
| the | 379 | 1.8% |
| city | 367 | 1.8% |
| 1 | 352 | 1.7% |
| park | 241 | 1.2% |
| sushant | 222 | 1.1% |
| block | 221 | 1.1% |
| Other values (644) | 11377 |
Most occurring characters
| Value | Count | Frequency (%) |
| 20335 | ||
| r | 10489 | 7.9% |
| a | 9785 | 7.4% |
| o | 9641 | 7.3% |
| e | 7852 | 5.9% |
| n | 6645 | 5.0% |
| g | 5916 | 4.5% |
| t | 5906 | 4.5% |
| u | 5147 | 3.9% |
| , | 4556 | 3.4% |
| Other values (54) | 46081 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 88054 | |
| Space Separator | 20335 | 15.4% |
| Uppercase Letter | 11846 | 9.0% |
| Decimal Number | 7513 | 5.7% |
| Other Punctuation | 4556 | 3.4% |
| Dash Punctuation | 49 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 10489 | |
| a | 9785 | |
| o | 9641 | |
| e | 7852 | |
| n | 6645 | 7.5% |
| g | 5916 | 6.7% |
| t | 5906 | 6.7% |
| u | 5147 | 5.8% |
| c | 4389 | 5.0% |
| s | 4254 | 4.8% |
| Other values (16) | 18030 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2657 | |
| S | 2629 | |
| P | 815 | 6.9% |
| T | 788 | 6.7% |
| M | 773 | 6.5% |
| A | 508 | 4.3% |
| E | 450 | 3.8% |
| C | 416 | 3.5% |
| F | 366 | 3.1% |
| D | 362 | 3.1% |
| Other values (15) | 2082 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 6 | 866 | |
| 3 | 805 | |
| 0 | 778 | |
| 2 | 730 | |
| 8 | 711 | |
| 9 | 577 | |
| 4 | 559 | 7.4% |
| 7 | 548 | 7.3% |
| 5 | 523 | 7.0% |
Space Separator
| Value | Count | Frequency (%) |
| 20335 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4556 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 49 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 99900 | |
| Common | 32453 | 24.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 10489 | 10.5% |
| a | 9785 | 9.8% |
| o | 9641 | 9.7% |
| e | 7852 | 7.9% |
| n | 6645 | 6.7% |
| g | 5916 | 5.9% |
| t | 5906 | 5.9% |
| u | 5147 | 5.2% |
| c | 4389 | 4.4% |
| s | 4254 | 4.3% |
| Other values (41) | 29876 |
Common
| Value | Count | Frequency (%) |
| 20335 | ||
| , | 4556 | 14.0% |
| 1 | 1416 | 4.4% |
| 6 | 866 | 2.7% |
| 3 | 805 | 2.5% |
| 0 | 778 | 2.4% |
| 2 | 730 | 2.2% |
| 8 | 711 | 2.2% |
| 9 | 577 | 1.8% |
| 4 | 559 | 1.7% |
| Other values (3) | 1120 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 132353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 20335 | ||
| r | 10489 | 7.9% |
| a | 9785 | 7.4% |
| o | 9641 | 7.3% |
| e | 7852 | 5.9% |
| n | 6645 | 5.0% |
| g | 5916 | 4.5% |
| t | 5906 | 4.5% |
| u | 5147 | 3.9% |
| , | 4556 | 3.4% |
| Other values (54) | 46081 |
floorNum
Real number (ℝ)
High correlation 
| Distinct | 42 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 12 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8307483 |
| Minimum | -1 |
|---|---|
| Maximum | 46 |
| Zeros | 34 |
| Zeros (%) | 0.9% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 19 |
| Maximum | 46 |
| Range | 47 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.9071643 |
|---|---|
| Coefficient of variation (CV) | 0.86479022 |
| Kurtosis | 3.9840106 |
| Mean | 6.8307483 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.7768914 |
| Sum | 25103 |
| Variance | 34.89459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 747 | |
| 2 | 554 | |
| 4 | 368 | |
| 5 | 225 | 6.1% |
| 10 | 195 | 5.3% |
| 8 | 193 | 5.2% |
| 7 | 180 | 4.9% |
| 1 | 159 | 4.3% |
| 6 | 151 | 4.1% |
| 12 | 137 | 3.7% |
| Other values (32) | 766 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 34 | 0.9% |
| 1 | 159 | 4.3% |
| 2 | 554 | |
| 3 | 747 | |
| 4 | 368 | |
| 5 | 225 | 6.1% |
| 6 | 151 | 4.1% |
| 7 | 180 | 4.9% |
| 8 | 193 | 5.2% |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 36 | 2 | 0.1% |
| 35 | 3 | |
| 34 | 3 | |
| 33 | 2 | 0.1% |
| 32 | 3 | |
| 31 | 6 |
facing
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 200.5 KiB |
| north-east | |
|---|---|
| east | |
| north | |
| west | |
| north-west | |
| Other values (4) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.6566314 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | north |
|---|---|
| 2nd row | east |
| 3rd row | north |
| 4th row | east |
| 5th row | north-east |
Common Values
| Value | Count | Frequency (%) |
| north-east | 1062 | |
| east | 940 | |
| north | 623 | |
| west | 238 | 6.5% |
| north-west | 227 | 6.2% |
| na | 173 | 4.7% |
| south | 152 | 4.1% |
| south-east | 150 | 4.1% |
| south-west | 122 | 3.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 1062 | |
| east | 940 | |
| north | 623 | |
| west | 238 | 6.5% |
| north-west | 227 | 6.2% |
| na | 173 | 4.7% |
| south | 152 | 4.1% |
| south-east | 150 | 4.1% |
| south-west | 122 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 5075 | |
| s | 3163 | |
| e | 2739 | |
| o | 2336 | |
| h | 2336 | |
| a | 2325 | |
| n | 2085 | |
| r | 1912 | 7.8% |
| - | 1561 | 6.4% |
| w | 587 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22982 | |
| Dash Punctuation | 1561 | 6.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 5075 | |
| s | 3163 | |
| e | 2739 | |
| o | 2336 | |
| h | 2336 | |
| a | 2325 | |
| n | 2085 | |
| r | 1912 | 8.3% |
| w | 587 | 2.6% |
| u | 424 | 1.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1561 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22982 | |
| Common | 1561 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 5075 | |
| s | 3163 | |
| e | 2739 | |
| o | 2336 | |
| h | 2336 | |
| a | 2325 | |
| n | 2085 | |
| r | 1912 | 8.3% |
| w | 587 | 2.6% |
| u | 424 | 1.8% |
Common
| Value | Count | Frequency (%) |
| - | 1561 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24543 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 5075 | |
| s | 3163 | |
| e | 2739 | |
| o | 2336 | |
| h | 2336 | |
| a | 2325 | |
| n | 2085 | |
| r | 1912 | 7.8% |
| - | 1561 | 6.4% |
| w | 587 | 2.4% |
agePossesion
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.5 KiB |
| relatively new property | |
|---|---|
| moderatly old property | |
| new property | |
| old property | |
| under construction | 21 |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 19.992135 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | relatively new property |
|---|---|
| 2nd row | relatively new property |
| 3rd row | relatively new property |
| 4th row | new property |
| 5th row | relatively new property |
Common Values
| Value | Count | Frequency (%) |
| relatively new property | 1931 | |
| moderatly old property | 810 | |
| new property | 586 | 15.9% |
| old property | 339 | 9.2% |
| under construction | 21 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| property | 3666 | |
| new | 2517 | |
| relatively | 1931 | |
| old | 1149 | 11.4% |
| moderatly | 810 | 8.0% |
| under | 21 | 0.2% |
| construction | 21 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10876 | |
| r | 10115 | |
| p | 7332 | |
| t | 6449 | |
| 6428 | ||
| y | 6407 | |
| l | 5821 | |
| o | 5667 | |
| a | 2741 | 3.7% |
| n | 2580 | 3.5% |
| Other values (8) | 9295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 67283 | |
| Space Separator | 6428 | 8.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10876 | |
| r | 10115 | |
| p | 7332 | |
| t | 6449 | |
| y | 6407 | |
| l | 5821 | |
| o | 5667 | |
| a | 2741 | 4.1% |
| n | 2580 | 3.8% |
| w | 2517 | 3.7% |
| Other values (7) | 6778 |
Space Separator
| Value | Count | Frequency (%) |
| 6428 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67283 | |
| Common | 6428 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10876 | |
| r | 10115 | |
| p | 7332 | |
| t | 6449 | |
| y | 6407 | |
| l | 5821 | |
| o | 5667 | |
| a | 2741 | 4.1% |
| n | 2580 | 3.8% |
| w | 2517 | 3.7% |
| Other values (7) | 6778 |
Common
| Value | Count | Frequency (%) |
| 6428 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73711 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10876 | |
| r | 10115 | |
| p | 7332 | |
| t | 6449 | |
| 6428 | ||
| y | 6407 | |
| l | 5821 | |
| o | 5667 | |
| a | 2741 | 3.7% |
| n | 2580 | 3.5% |
| Other values (8) | 9295 |
balcony
Categorical
High correlation  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2120 |
| Missing (%) | 57.5% |
| Memory size | 193.4 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | 42 |
| 0 | 10 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.5379706 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3+ |
| 3rd row | 2 |
| 4th row | 3+ |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 843 | 22.9% |
| 3 | 347 | 9.4% |
| 2 | 325 | 8.8% |
| 1 | 42 | 1.1% |
| 0 | 10 | 0.3% |
| (Missing) | 2120 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 1190 | |
| 2 | 325 | 20.7% |
| 1 | 42 | 2.7% |
| 0 | 10 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1190 | |
| + | 843 | |
| 2 | 325 | 13.5% |
| 1 | 42 | 1.7% |
| 0 | 10 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1567 | |
| Math Symbol | 843 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1190 | |
| 2 | 325 | 20.7% |
| 1 | 42 | 2.7% |
| 0 | 10 | 0.6% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 843 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2410 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 1190 | |
| + | 843 | |
| 2 | 325 | 13.5% |
| 1 | 42 | 1.7% |
| 0 | 10 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2410 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 1190 | |
| + | 843 | |
| 2 | 325 | 13.5% |
| 1 | 42 | 1.7% |
| 0 | 10 | 0.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2503 | |
| 1 | 1184 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2188 | |
| 0 | 1499 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2550 | |
| 1 | 1137 |
others
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 180.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3300 | |
| 1 | 387 | 10.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2897 | |
| 1 | 790 | 21.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3687 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3687 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3687 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1822 | |
| 2 | 1487 | |
| 0 | 378 | 10.3% |
luxuryScore
Real number (ℝ)
| Distinct | 204 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.73827 |
| Minimum | 0 |
|---|---|
| Maximum | 221 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 80 |
| median | 127 |
| Q3 | 190 |
| 95-th percentile | 221 |
| Maximum | 221 |
| Range | 221 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 61.814419 |
|---|---|
| Coefficient of variation (CV) | 0.47281044 |
| Kurtosis | -1.2011258 |
| Mean | 130.73827 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | -0.066606305 |
| Sum | 482032 |
| Variance | 3821.0224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 221 | 389 | 10.6% |
| 63 | 195 | 5.3% |
| 207 | 116 | 3.1% |
| 94 | 109 | 3.0% |
| 110 | 99 | 2.7% |
| 87 | 92 | 2.5% |
| 199 | 76 | 2.1% |
| 190 | 58 | 1.6% |
| 203 | 47 | 1.3% |
| 103 | 43 | 1.2% |
| Other values (194) | 2463 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 6 | 8 | |
| 7 | 15 | |
| 8 | 11 | |
| 10 | 7 | |
| 13 | 8 | |
| 14 | 7 | |
| 15 | 17 | |
| 16 | 2 | 0.1% |
| 17 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 221 | 389 | |
| 215 | 1 | < 0.1% |
| 214 | 19 | 0.5% |
| 213 | 12 | 0.3% |
| 212 | 22 | 0.6% |
| 211 | 18 | 0.5% |
| 208 | 3 | 0.1% |
| 207 | 116 | 3.1% |
| 206 | 12 | 0.3% |
| 205 | 11 | 0.3% |
Interactions
Correlations
| agePossesion | area | balcony | bathRooms | bedRooms | builtup | carpet | facing | floorNum | furnishType | luxuryScore | others | pooja room | price | pricePerSqft | propertyType | servant room | store room | study room | superbuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossesion | 1.000 | 0.074 | 0.078 | 0.049 | 0.086 | 0.056 | 0.048 | 0.099 | 0.183 | 0.116 | 0.153 | 0.000 | 0.114 | 0.082 | 0.053 | 0.319 | 0.027 | 0.064 | 0.050 | 0.045 |
| area | 0.074 | 1.000 | 0.052 | -0.042 | -0.189 | 0.996 | 0.995 | 0.000 | 0.491 | 0.108 | 0.338 | 0.074 | 0.228 | -0.078 | -0.600 | 0.411 | 0.431 | 0.221 | 0.214 | 0.995 |
| balcony | 0.078 | 0.052 | 1.000 | 0.147 | 0.161 | 0.052 | 0.052 | 0.070 | 0.098 | 0.216 | 0.160 | 0.074 | 0.144 | 0.136 | 0.000 | 1.000 | 0.266 | 0.144 | 0.245 | 0.052 |
| bathRooms | 0.049 | -0.042 | 0.147 | 1.000 | 0.891 | -0.022 | -0.014 | 0.035 | -0.252 | 0.193 | -0.035 | 0.105 | 0.227 | 0.694 | 0.492 | 0.404 | 0.062 | 0.201 | 0.172 | -0.021 |
| bedRooms | 0.086 | -0.189 | 0.161 | 0.891 | 1.000 | -0.161 | -0.151 | 0.044 | -0.362 | 0.188 | -0.130 | 0.112 | 0.254 | 0.710 | 0.583 | 0.486 | 0.027 | 0.206 | 0.169 | -0.161 |
| builtup | 0.056 | 0.996 | 0.052 | -0.022 | -0.161 | 1.000 | 1.000 | 0.000 | 0.467 | 0.111 | 0.323 | 0.050 | 0.157 | -0.066 | -0.590 | 0.254 | 0.358 | 0.153 | 0.176 | 0.999 |
| carpet | 0.048 | 0.995 | 0.052 | -0.014 | -0.151 | 1.000 | 1.000 | 0.000 | 0.465 | 0.118 | 0.323 | 0.038 | 0.157 | -0.062 | -0.587 | 0.200 | 0.313 | 0.137 | 0.177 | 0.999 |
| facing | 0.099 | 0.000 | 0.070 | 0.035 | 0.044 | 0.000 | 0.000 | 1.000 | 0.044 | 0.090 | 0.095 | 0.034 | 0.056 | 0.037 | 0.021 | 0.123 | 0.040 | 0.088 | 0.000 | 0.008 |
| floorNum | 0.183 | 0.491 | 0.098 | -0.252 | -0.362 | 0.467 | 0.465 | 0.044 | 1.000 | 0.079 | 0.249 | 0.052 | 0.317 | -0.350 | -0.488 | 0.671 | 0.055 | 0.282 | 0.224 | 0.466 |
| furnishType | 0.116 | 0.108 | 0.216 | 0.193 | 0.188 | 0.111 | 0.118 | 0.090 | 0.079 | 1.000 | 0.191 | 0.074 | 0.143 | 0.151 | 0.000 | 0.099 | 0.187 | 0.136 | 0.155 | 0.114 |
| luxuryScore | 0.153 | 0.338 | 0.160 | -0.035 | -0.130 | 0.323 | 0.323 | 0.095 | 0.249 | 0.191 | 1.000 | 0.268 | 0.125 | -0.011 | -0.216 | 0.396 | 0.220 | 0.150 | 0.152 | 0.324 |
| others | 0.000 | 0.074 | 0.074 | 0.105 | 0.112 | 0.050 | 0.038 | 0.034 | 0.052 | 0.074 | 0.268 | 1.000 | 0.072 | 0.084 | 0.013 | 0.095 | 0.065 | 0.175 | 0.075 | 0.049 |
| pooja room | 0.114 | 0.228 | 0.144 | 0.227 | 0.254 | 0.157 | 0.157 | 0.056 | 0.317 | 0.143 | 0.125 | 0.072 | 1.000 | 0.415 | 0.018 | 0.433 | 0.200 | 0.386 | 0.428 | 0.157 |
| price | 0.082 | -0.078 | 0.136 | 0.694 | 0.710 | -0.066 | -0.062 | 0.037 | -0.350 | 0.151 | -0.011 | 0.084 | 0.415 | 1.000 | 0.765 | 0.530 | 0.327 | 0.346 | 0.356 | -0.061 |
| pricePerSqft | 0.053 | -0.600 | 0.000 | 0.492 | 0.583 | -0.590 | -0.587 | 0.021 | -0.488 | 0.000 | -0.216 | 0.013 | 0.018 | 0.765 | 1.000 | 0.057 | 0.041 | 0.000 | 0.016 | -0.585 |
| propertyType | 0.319 | 0.411 | 1.000 | 0.404 | 0.486 | 0.254 | 0.200 | 0.123 | 0.671 | 0.099 | 0.396 | 0.095 | 0.433 | 0.530 | 0.057 | 1.000 | 0.068 | 0.374 | 0.287 | 0.202 |
| servant room | 0.027 | 0.431 | 0.266 | 0.062 | 0.027 | 0.358 | 0.313 | 0.040 | 0.055 | 0.187 | 0.220 | 0.065 | 0.200 | 0.327 | 0.041 | 0.068 | 1.000 | 0.145 | 0.202 | 0.309 |
| store room | 0.064 | 0.221 | 0.144 | 0.201 | 0.206 | 0.153 | 0.137 | 0.088 | 0.282 | 0.136 | 0.150 | 0.175 | 0.386 | 0.346 | 0.000 | 0.374 | 0.145 | 1.000 | 0.337 | 0.137 |
| study room | 0.050 | 0.214 | 0.245 | 0.172 | 0.169 | 0.176 | 0.177 | 0.000 | 0.224 | 0.155 | 0.152 | 0.075 | 0.428 | 0.356 | 0.016 | 0.287 | 0.202 | 0.337 | 1.000 | 0.176 |
| superbuilt | 0.045 | 0.995 | 0.052 | -0.021 | -0.161 | 0.999 | 0.999 | 0.008 | 0.466 | 0.114 | 0.324 | 0.049 | 0.157 | -0.061 | -0.585 | 0.202 | 0.309 | 0.137 | 0.176 | 1.000 |
Missing values
Sample
| society | price | sector | pricePerSqft | propertyType | area | superbuilt | carpet | builtup | bedRooms | bathRooms | address | floorNum | facing | agePossesion | balcony | pooja room | servant room | study room | others | store room | furnishType | luxuryScore | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | palam vihar, gurgaon | 4.26 | sector 1 | 24027.07 | house | 1773.0 | 2304.9 | 1507.05 | 1773.0 | 6.0 | 6.0 | palam vihar, gurgaon | 3.0 | north | relatively new property | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 58 |
| 1 | m3m woodshire | 1.70 | sector 107 | 8749.36 | flat | 1943.0 | 1943.0 | 1262.95 | 1554.4 | 3.0 | 3.0 | M3M Woodshire Sector 107, Gurgaon | 7.0 | east | relatively new property | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 77 |
| 2 | central park flower valley aqua front towers | 2.50 | sector 33 | 13974.29 | flat | 1789.0 | 1789.0 | 1162.85 | 1431.2 | 3.0 | 3.0 | Central Park Flower Valley Aqua Front Towers Sector-33 Sohna, Gurgaon | 5.0 | north | relatively new property | NaN | 0 | 0 | 0 | 0 | 1 | 2 | 131 |
| 3 | sector 45, gurgaon | 8.30 | sector 45 | 44647.66 | house | 1859.0 | 2416.7 | 1580.15 | 1859.0 | 12.0 | 12.0 | sector 45, gurgaon | 4.0 | east | new property | 3+ | 1 | 0 | 1 | 0 | 0 | 0 | 198 |
| 4 | nirvana country, gurgaon | 10.40 | sector 50 | 433333.33 | house | 240.0 | 312.0 | 204.00 | 240.0 | 4.0 | 4.0 | nirvana country, gurgaon | NaN | north-east | relatively new property | 2 | 0 | 1 | 1 | 0 | 0 | 1 | 37 |
| 5 | vatika signature villas, sector 82, gurgaon | 6.70 | sector 82 | 186111.11 | house | 360.0 | 468.0 | 306.00 | 360.0 | 4.0 | 4.0 | vatika signature villas, sector 82, gurgaon | 2.0 | west | relatively new property | 3+ | 1 | 1 | 1 | 0 | 1 | 2 | 88 |
| 6 | sector 46, gurgaon | 3.70 | sector 46 | 370000.00 | house | 100.0 | 125.0 | 80.00 | 100.0 | 3.0 | 3.0 | sector 46, gurgaon | 1.0 | north-west | new property | 2 | 1 | 1 | 1 | 0 | 1 | 1 | 99 |
| 7 | bptp mansions park prime | 3.90 | sector 66 | 14109.99 | flat | 2764.0 | 2764.0 | 1934.80 | 2349.4 | 4.0 | 4.0 | BPTP Mansions Park Prime Sector 66, Gurgaon | 6.0 | south | relatively new property | NaN | 0 | 1 | 0 | 1 | 0 | 2 | 13 |
| 8 | tata primanti | 4.84 | sector 72 | 18980.39 | flat | 2550.0 | 2550.0 | 1657.50 | 2040.0 | 3.0 | 3.0 | Tata Primanti Sector 72, Gurgaon | 5.0 | north-east | new property | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 221 |
| 9 | sushant lok phase 1, gurgaon | 8.00 | sector 43 | 372093.02 | house | 215.0 | 279.5 | 182.75 | 215.0 | 5.0 | 6.0 | sushant lok phase 1, gurgaon | 2.0 | north-east | relatively new property | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 199 |
| society | price | sector | pricePerSqft | propertyType | area | superbuilt | carpet | builtup | bedRooms | bathRooms | address | floorNum | facing | agePossesion | balcony | pooja room | servant room | study room | others | store room | furnishType | luxuryScore | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3677 | m3m skycity | 3.81 | sector 65 | 18549.17 | flat | 2054.0 | 2054.0 | 1335.10 | 1643.20 | 3.0 | 3.0 | M3M Skycity Sector 65, Gurgaon | 21.0 | east | new property | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 203 |
| 3678 | block d sector 56, gurgaon | 18.00 | block d sector 56 | 360000.00 | house | 500.0 | 650.0 | 425.00 | 500.00 | 16.0 | 16.0 | block d sector 56, gurgaon | 4.0 | north-east | relatively new property | 3+ | 1 | 0 | 1 | 0 | 0 | 1 | 207 |
| 3679 | puri diplomatic greens | 4.80 | sector 111 | 16271.19 | flat | 2950.0 | 2950.0 | 2065.00 | 2507.50 | 4.0 | 5.0 | Puri Diplomatic Greens Sector 111, Gurgaon | 12.0 | north-west | relatively new property | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 87 |
| 3680 | godrej oasis | 2.15 | sector 88 | 11621.62 | flat | 1850.0 | 1850.0 | 1202.50 | 1480.00 | 3.0 | 3.0 | Godrej Oasis Sector 88A, Gurgaon | 12.0 | east | relatively new property | NaN | 0 | 0 | 0 | 0 | 1 | 2 | 117 |
| 3681 | emaar digihomes | 3.55 | sector 62 | 23541.11 | flat | 1508.0 | 1508.0 | 904.80 | 1131.00 | 2.0 | 2.0 | Emaar Digihomes Sector 62, Gurgaon | 15.0 | north-east | relatively new property | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 172 |
| 3682 | independent floor at dlf city, v block dlf phase 3, gurgaon | 5.30 | sector 23 | 36128.15 | house | 1467.0 | 1907.1 | 1246.95 | 1467.00 | 4.0 | 5.0 | independent floor at dlf city, v block dlf phase 3, gurgaon | 2.0 | north-east | relatively new property | 3+ | 0 | 0 | 0 | 0 | 1 | 1 | 166 |
| 3683 | emaar the palm sprgs, sector 54, gurgaon | 26.00 | sector 54 | 722222.22 | house | 360.0 | 468.0 | 306.00 | 360.00 | 5.0 | 6.0 | emaar the palm sprgs, sector 54, gurgaon | 2.0 | north-east | moderatly old property | 3+ | 0 | 1 | 0 | 0 | 0 | 1 | 53 |
| 3684 | tata primanti, sector 72, gurgaon | 14.00 | sector 72 | NaN | house | NaN | NaN | NaN | NaN | 5.0 | 5.0 | tata primanti, sector 72, gurgaon | 3.0 | na | relatively new property | 3+ | 1 | 0 | 1 | 0 | 0 | 1 | 125 |
| 3685 | m3m golfestate | 6.80 | sector 65 | 17444.84 | flat | 3898.0 | 3898.0 | 2533.70 | 3118.40 | 3.0 | 3.0 | M3M Golfestate Sector 65, Gurgaon | 11.0 | north-east | relatively new property | NaN | 0 | 1 | 1 | 0 | 0 | 2 | 221 |
| 3686 | sobha city | 2.60 | sector 108 | 18826.94 | flat | 1381.0 | 1381.0 | 828.60 | 1035.75 | 2.0 | 2.0 | Sobha City Sector 108, Gurgaon | 11.0 | west | relatively new property | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 204 |
Duplicate rows
Most frequently occurring
| society | price | sector | pricePerSqft | propertyType | area | superbuilt | carpet | builtup | bedRooms | bathRooms | address | floorNum | facing | agePossesion | balcony | pooja room | servant room | study room | others | store room | furnishType | luxuryScore | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | raheja revanta, sector 78, gurgaon | 4.25 | sector 78 | NaN | house | NaN | NaN | NaN | NaN | 4.0 | 3.0 | raheja revanta, sector 78, gurgaon | 4.0 | east | new property | 2 | 0 | 1 | 0 | 0 | 0 | 2 | 76 | 3 |
| 1 | raheja revanta, sector 78, gurgaon | 4.25 | sector 78 | NaN | house | NaN | NaN | NaN | NaN | 4.0 | 3.0 | raheja revanta, sector 78, gurgaon | 4.0 | east | new property | 2 | 0 | 1 | 0 | 0 | 0 | 2 | 94 | 3 |
| 2 | raheja revanta, sector 78, gurgaon | 4.25 | sector 78 | NaN | house | NaN | NaN | NaN | NaN | 4.0 | 3.0 | raheja revanta, sector 78, gurgaon | 4.0 | na | new property | 2 | 0 | 1 | 0 | 0 | 0 | 2 | 45 | 3 |
| 3 | tulip yellow | 2.39 | sector 69 | 14025.82 | flat | 1704.0 | 1704.0 | 1107.6 | 1363.2 | 3.0 | 3.0 | Tulip Yellow Sector 69, Gurgaon | 3.0 | east | relatively new property | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 221 | 2 |